E - Mail:snowzjx@ustc.edu.cn
个人主页: https://snowzjx.me
主要研究方向:数据中心网络、RDMA网络、机器学习系统。
张骏雪,中国科学技术大学特任教授。本科及硕士均毕业于东南大学,博士学位获得于香港科技大学,师从陈凯教授。曾担任香港科技大学研究助理教授(Research Assistant Professor)。主要研究方向包括数据中心网络、RDMA网络以及机器学习系统。近年来,他在网络和系统领域的顶级学术会议和期刊上发表二十余篇论文,作为第一作者或通讯作者(包括共同通讯作者)在SIGCOMM、NSDI、ATC、EuroSys以及IEEE/ACM Transactions on Networking等会议、期刊上发表多篇重要论文。
招生信息:欢迎对数据中心网络、RDMA 网络,尤其是分布式机器学习系统感兴趣的同学联系我!有关更多研究方向的信息,请参阅我的 Research Statement (https://snowzjx.me/research-statement)。
十篇代表性论著:(*共同一作,#共同通讯)
Junxue Zhang, Xiaodian Cheng, Wei Wang, Liu Yang, Jinbin Hu, Kai Chen. FLASH: Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning. NSDI 2023
Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen. LiteFlow: Towards High-performance Adaptive Neural Networks for Kernel Datapath. SIGCOMM 2022
Junxue Zhang, Wei Bai, Kai Chen. Enabling ECN for Datacenter Networks with RTT Variations. CoNEXT 2019
Junxue Zhang*, Xiaodian Cheng*, Liu Yang, Jinbin Hu, Ximeng Liu, Kai Chen. SoK: Fully Homomorphic Encryption Accelerators. ACM Computing Survey, 2024, Volume: 26, Issue: 12
Junxue Zhang, Xiaodian Cheng, Liu Yang, Jinbin Hu, Han Tian, Kai Chen. High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning. IEEE Transactions on Parallel and Distributed Systems, 2024, Volume: 35, Issue: 8
Junxue Zhang, Chaoliang Zeng, Hong Zhang, Shuihai Hu, Kai Chen. LiteFlow: Towards High-performance Adaptive Neural Networks for Kernel Datapath (extended version). IEEE/ACM Transactions on Networking, 2024, Volume: 32, Issue: 1
Bin Yang, Dian Shen#, Junxue Zhang#, Hanlin Yang, Lunqi Zhao, Beilun Wang, Guyue Liu, Kai Chen. eNetSTL: Towards an In-kernel Library for High-Performance eBPF-based Network Functions. EuroSys 2025
Di Chai,Junxue Zhang#, Liu Yang, Yilun Jin, Leye Wang, Kai Chen#, Qiang Yang. Efficient Decentralized Federated Singular Vector Decomposition. ATC 2024
Xinyang Huang,Junxue Zhang#, Xiaodian Cheng, Hong Zhang, Yilun Jin, Shuihai Hu, Han Tian, Kai Chen#. Accelerating Privacy-Preserving Machine Learning with GeniBatch. EuroSys 2024
Hong Zhang,Junxue Zhang, Wei Bai, Kai Chen, Chowdhury Mosharaf. Resilient Datacenter Load Balancing in the Wilds. SIGCOMM 17